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Event Extraction

Determine the extent of the events in a text.

Other names: Event Tagging; Event Identification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 341–350 of 446 papers

Title	Date	Tasks	Status	Hype
Leveraging syntactic parsing to improve event annotation matching	Nov 1, 2019	Event Extraction	—Unverified	0
Liberal Event Extraction and Event Schema Induction	Aug 1, 2016	ClusteringEvent Extraction	—Unverified	0
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts	Oct 1, 2014	Event Extraction	—Unverified	0
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction	Jan 6, 2023	Data AugmentationDiversity	—Unverified	0
Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search	May 17, 2023	Event ExtractionNatural Language Queries	—Unverified	0
Medication and Adverse Event Extraction from Noisy Text	Dec 1, 2017	Event ExtractionNamed Entity Recognition (NER)	—Unverified	0
MEE: A Novel Multilingual Event Extraction Dataset	Nov 11, 2022	Event Extraction	—Unverified	0
Mining Information from Event Structure Relation Graph for Event Argument Extraction	Jan 16, 2022	Event Argument ExtractionEvent Extraction	—Unverified	0
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling	Jun 18, 2024	Data AugmentationEvent Argument Extraction	—Unverified	0
Monitoring Energy Trends through Automatic Information Extraction	Jan 5, 2022	ArticlesEvent Extraction	—Unverified	0

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All datasets ACE2005 GENIA .Cancer Genetics 2013 (CG)Epigenetics and Post-translational Modifications 2011 (EPI)GENIA 2013 Infectious Diseases 2011 (ID)Multi-Level Event Extraction (MLEE)Pathway Curation 2013 (PC)

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DeepStruct multi-task	Argument Cl	63.9	—	Unverified
2	DeepStruct multi-task w/ finetune	Argument Cl	56.2	—	Unverified
3	Text2Event - T5-large	Argument Cl	53.8	—	Unverified
4	Text2Event - T5-base	Argument Cl	49.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	63.96	—	Unverified
2	GEANet-SciBERT	F1	60.06	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	11	0L	1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	61.74	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	65.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	56.72	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	61.62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	61.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DeepEventMine	F1	57.72	—	Unverified